Try this
var productAttributeValue = _productAttributeService.GetProductAttributeValueById(attributeValueId);
var name = productAttributeValue.GetLocalized(x => x.Name, _workContext.WorkingLanguage.Id, false, false);
That works. Thanku rajupaladiya